Claude Skills

Patterns for data loading, exploration, and statistical analysis

Enforces baseline comparisons, cross-validation, interpretation, and leakage prevention for ML pipelines

Battle-tested Claude Code workflows from power users. Self-correcting memory, parallel worktrees, wrap-up rituals, and the 80/20 AI coding ratio. Distilled from real production use.

Apply cognitive constraints that reshape thinking. Use when user needs code generation (/code), advice (/interview), critique (/critic), debugging (/debug), brainstorming (/creative), simplification (/simplify), emotional support (/empathy), brevity (/concise), or structured planning (/planning). Auto-detects appropriate field from request type.

Create and optimize CLAUDE.md memory files or .claude/rules/ modular rules for Claude Code projects. Comprehensive guidance on file hierarchy, content structure, path-scoped rules, best practices, and anti-patterns. Use when working with CLAUDE.md files, .claude/rules directories, setting up new projects, or improving Claude Code's context awareness.

Setup the Ralph autonomous AI coding loop - ships features while you sleep

Expert guidance for creating, building, and using Claude Code subagents and the Task tool. Use when working with subagents, setting up agent configurations, understanding how agents work, or using the Task tool to launch specialized agents.

This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and security assessment.

AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore component. Covers MCP target deployment, credential management, schema optimization, runtime configuration, memory management, and identity services.

Configure AWS Documentation MCP server to query up-to-date AWS knowledge, APIs, and best practices

AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK, CloudFormation, IaC, cdk synth, cdk deploy, or wants to define AWS infrastructure programmatically. Covers CDK app structure, construct patterns, stack composition, and deployment workflows.

AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambda with TypeScript/Python, API Gateway (REST/HTTP), DynamoDB, Step Functions, EventBridge, SQS, SNS, and serverless patterns. Essential when user mentions serverless, Lambda, API Gateway, event-driven, async processing, queues, pub/sub, or wants to build scalable serverless applications with AWS best practices.

Creates new terminal tabs in TabzChrome via REST API. Use when the user asks to 'spawn a terminal', 'create a new tab', 'start a Claude worker', 'open a terminal in the sidebar', or needs to programmatically create terminal sessions.

Integration guide for connecting projects to TabzChrome terminals. This skill should be used when users want to: spawn terminals from scripts, add 'Run in Terminal' buttons to web pages, integrate MCP browser automation tools, use TTS/audio notifications from code, or connect any project to TabzChrome's API.

Controls Chrome browser: takes screenshots, clicks buttons, fills forms, downloads images, inspects pages, captures network requests. Use when user says: 'screenshot this', 'click the button', 'fill the form', 'download that image', 'what page am I on', 'check the browser', 'look at my screen', 'interact with the website', 'capture the page', 'get the HTML', 'inspect element'. Provides MCP tool discovery for tabz_* browser automation tools.

Clicks buttons, fills forms, and navigates web pages via tabz MCP tools. Use when the user asks to 'click a button', 'fill out a form', 'navigate to a page', 'interact with a website', or needs to automate browser interactions.

Lists and inspects available TabzChrome MCP tools. Use when the user asks 'what tabz tools are available', 'list MCP tools', 'find browser automation tools', or needs to discover tool schemas before using them.

Generates images via DALL-E and videos via Sora using browser automation. Use when a project needs visual assets like hero images, team photos, feature icons, or product demo videos.